{"id":"W4384463914","doi":"10.58931/cht.2022.1215","title":"With great power comes great responsibility: Managing side effects of novel treatments in chronic lymphocytic leukemia (CLL)","year":2022,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Internal medicine; Oncology; Hematologist; Rating scale; Clinical trial; Intensive care medicine; Leukemia; Psychology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006693273,0.000315609,0.0007204085,0.0006098796,0.001258557,0.002979497,0.0007122407,0.00107013,0.003512423],"category_scores_gemma":[0.01890567,0.0001291082,0.0005056901,0.0005509894,0.001182913,0.00185389,0.001353805,0.003051393,0.0008371374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499373,"about_ca_system_score_gemma":0.005439391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484666,"about_ca_topic_score_gemma":0.01811022,"domain_scores_codex":[0.9963595,0.001885559,0.000231272,0.0001520201,0.001163581,0.0002080647],"domain_scores_gemma":[0.9915889,0.003705228,0.001540304,0.0002947266,0.001646536,0.001224278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004191226,0.0002233113,0.01047106,0.000687682,0.0001607185,0.0005969023,0.0006421514,0.000695117,0.0009825811,0.003625646,0.07158637,0.9099094],"study_design_scores_gemma":[0.0007380446,0.00360207,0.07286733,0.005353116,0.0008131193,0.008764725,0.003688236,0.004588163,0.003732146,0.04752694,0.8480701,0.0002559834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.08026915,0.3951425,0.01994806,0.4106665,0.004483145,0.0003474626,0.0003464691,0.0005706658,0.08822602],"genre_scores_gemma":[0.6277093,0.2308775,0.0393056,0.06856138,0.01032306,0.0003783536,0.0004491847,0.0002841439,0.02211142],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006693273,"threshold_uncertainty_score":0.03539783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376682647667075,"score_gpt":0.270123220714966,"score_spread":0.2563563942382953,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}